{"id":"W7094450365","doi":"","title":"Analysis of enteric disease outbreak metrics, British Columbia Centre for Disease Control, 2005â2014","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outbreak; Disease; Epidemiology; Enteric virus; Enteric fever; Disease surveillance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004397388,0.0001318833,0.0005129731,0.0000207693,0.0003412725,0.0003275523,0.0005573784,0.00007243601,0.0004574597],"category_scores_gemma":[0.00123036,0.00007728182,0.0005906838,0.0002330247,0.000157871,0.0001462923,0.00007885095,0.00005959407,0.000002912587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005593544,"about_ca_system_score_gemma":0.0000203007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007010634,"about_ca_topic_score_gemma":0.03177213,"domain_scores_codex":[0.9977267,0.0001154422,0.0003650845,0.0004464957,0.0001835864,0.001162629],"domain_scores_gemma":[0.9979689,0.0002882589,0.0003608789,0.0002045696,0.00008924943,0.001088172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325212,0.0001596172,0.9392439,0.00001080267,0.0003096184,0.00001094764,0.000005003593,0.000009466502,0.00006444812,0.00001285153,0.004603914,0.05543692],"study_design_scores_gemma":[0.0004576985,0.00002183004,0.9813401,0.00000674031,0.001071327,4.2041e-7,0.00001606075,0.0009362557,0.000002841944,0.000193129,0.0157792,0.0001744606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931678,0.000437777,0.00005053643,0.001787475,0.000513926,0.0005684584,0.003370457,0.00003419082,0.00006939254],"genre_scores_gemma":[0.9971517,0.0001367317,0.00001457182,0.0003820418,0.0004073776,0.00009336598,0.0004785893,0.000001767901,0.001333829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05526247,"threshold_uncertainty_score":0.9996018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965361145543261,"score_gpt":0.2226998126337244,"score_spread":0.2030462011782918,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}